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深度强化学习进展: 从 AlphaGo 到 AlphaGo Zero 期刊论文
控 制 理 论 与 应 用, 2017, 卷号: 34, 期号: 12, 页码: 1529-1546
作者:  唐振韬;  邵 坤;  赵冬斌;  朱圆恒
Adobe PDF(8232Kb)  |  收藏  |  浏览/下载：225/34  |  提交时间：2021/07/05
深度强化学习  AlphaGo Zero  深度学习  强化学习  人工智能  
Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：187/28  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
A Survey on Deep Learning-based Fine-grained Object Classification and Semantic Segmentation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 119-135
作者:  Bo Zhao;  Jiashi Feng;  Xiao Wu;  Shuicheng Yan
浏览  |  Adobe PDF(5409Kb)  |  收藏  |  浏览/下载：174/38  |  提交时间：2021/02/23
Deep learning  fine-grained image classi¯cation  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
多媒体社会事件分析的研究与展望 期刊论文
南京信息工程大学学报(自然科学版), 2017, 期号: 6, 页码: 1-14
作者:  Shengsheng Qian;  Tianzhu Zhang;  Changsheng Xu
Adobe PDF(1114Kb)  |  收藏  |  浏览/下载：490/207  |  提交时间：2018/02/07
多媒体  社会事件  多模态  跨平台  
Generative Adversarial Networks: Introduction and Outlook 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 4, 页码: 588-598
作者:  Kunfeng Wang;  Chao Gou;  Yanjie Duan;  Yilun Lin;  Xinhu Zheng;  Fei-Yue Wang
Adobe PDF(16945Kb)  |  收藏  |  浏览/下载：363/42  |  提交时间：2018/01/08
Acp Approach  Adversarial Learning  Generative Adversarial Networks (Gans)  Generative Models  Parallel Intelligence  Zero-sum Game  
Improving multi-layer spiking neural networks by incorporating brain-inspired rules 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 5, 页码: 052201:01-12
作者:  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：392/122  |  提交时间：2017/09/12
Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task  
Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 446
作者:  Wang, Hongzhen;  Wang, Ying;  Zhang, Qian;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2410Kb)  |  收藏  |  浏览/下载：457/94  |  提交时间：2017/07/18
Semantic Segmentation  Cnn  Deep Learning  Isprs  Remote Sensing  Gate  
Image Piece Learning for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 4, 页码: 648-659
作者:  Yi Li;  Yanqing Guo;  Yueying Kao;  Ran He
浏览  |  Adobe PDF(1522Kb)  |  收藏  |  浏览/下载：314/103  |  提交时间：2017/07/18
Conditional Random Field (Crf)  Image Semantic Segmentation  Piece Learning  Weakly Supervised  
Cost-Effective Class-Imbalance Aware CNN for Vehicle Localization and Categorization in High Resolution Aerial Images 期刊论文
REMOTE SENSING, 2017, 卷号: 9, 期号: 5, 页码: 494
作者:  Li, Feimo;  Li, Shuxiao;  Zhu, Chengfei;  Lan, Xiaosong;  Chang, Hongxing;  李非墨,李书晓
浏览  |  Adobe PDF(4065Kb)  |  收藏  |  浏览/下载：471/130  |  提交时间：2017/05/18
Vehicle Localization  Vehicle Classification  High Resolution  Aerial Image  Convolutional Neural Network (Cnn)  Class Imbalance  
Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
作者:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
浏览  |  Adobe PDF(3253Kb)  |  收藏  |  浏览/下载：418/126  |  提交时间：2017/02/23
Recurrent Neural Nets  Neurocontrollers  Learning (Artificial Intelligence)  Office Environment  Optimal Control  Solar Power  Energy Consumption  Time Series  Secondary Cells  Energy Management Systems  Function Approximation  Echo State Network-based Q-learning Method  Optimal Battery Control  Renewable Energy  Optimal Energy Management  Solar Energy  Energy Consumption  Energy Demand  Time Series  Real-time Electricity Rate  Periodic Functions  Q-function  Optimal Charging Strategy  Optimal Discharging Strategy  Optimal Idle Strategy  Numerical Analysis